Triple
T3139482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malik B. |
E65608
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Respond/React
"Respond/React" is a track by Malik B., the late Philadelphia rapper best known as a founding member and key early lyricist of The Roots.
|
E332393
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Respond/React | Statement: [Malik B., notableSong, Respond/React]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Respond/React Context triple: [Malik B., notableSong, Respond/React]
-
A.
Responder
Responder is a network analysis and credential-harvesting tool commonly used in penetration testing to capture and manipulate authentication traffic on local networks.
-
B.
Ready and Forward
Ready and Forward is the official motto of the 26th Marine Expeditionary Unit, reflecting its emphasis on rapid readiness and forward deployment.
-
C.
Reach Out
"Reach Out" is a classic 1967 Motown soul album by The Four Tops featuring some of their most famous hits, including "Reach Out I'll Be There."
-
D.
Follow Through
"Follow Through" is a pop-rock ballad by American singer-songwriter Gavin DeGraw, best known as one of the standout tracks from his debut album "Chariot."
-
E.
Rouse
Rouse is a surname most notably associated with Pete Rouse, an American political consultant and former White House official.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Respond/React Triple: [Malik B., notableSong, Respond/React]
Generated description
"Respond/React" is a track by Malik B., the late Philadelphia rapper best known as a founding member and key early lyricist of The Roots.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Respond/React Target entity description: "Respond/React" is a track by Malik B., the late Philadelphia rapper best known as a founding member and key early lyricist of The Roots.
-
A.
Responder
Responder is a network analysis and credential-harvesting tool commonly used in penetration testing to capture and manipulate authentication traffic on local networks.
-
B.
Ready and Forward
Ready and Forward is the official motto of the 26th Marine Expeditionary Unit, reflecting its emphasis on rapid readiness and forward deployment.
-
C.
Reach Out
"Reach Out" is a classic 1967 Motown soul album by The Four Tops featuring some of their most famous hits, including "Reach Out I'll Be There."
-
D.
Follow Through
"Follow Through" is a pop-rock ballad by American singer-songwriter Gavin DeGraw, best known as one of the standout tracks from his debut album "Chariot."
-
E.
Rouse
Rouse is a surname most notably associated with Pete Rouse, an American political consultant and former White House official.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad8582f564819088c27e1f96153938 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada575bbac81909b1b95126f488809 |
completed | March 8, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224e11c508190b69c16dfb5313fc2 |
completed | March 12, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69b22534ce008190b3870460b6542a50 |
completed | March 12, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b22903b428819083af822577861a6b |
completed | March 12, 2026, 2:46 a.m. |
Created at: March 8, 2026, 3:05 p.m.